以專案為基礎的兒童 Python 編碼（級別 3）
在這個線上直播課程中，學生將學習軟體工程、資料科學、機器學習和人工智慧領域最受歡迎的程式語言。此專案適合擁有至少 15 小時 Python 經驗的 int/adv 學生。
AI Code Academy
平均評分：
4.7
評論數量：(1,737)
熱門課程
包含什麼
10 現場會議
10 上課時間項目
每週 2-4 小時. Projects are not mandatory but we strongly encourage students to complete them.評估
包括完成證書
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課堂經歷
In this advanced 10-day Python programming course, students develop skills necessary for working with APIs, data analysis, and file systems through fun and challenging project-based lessons. The tkinter library is taught to allow students to create more complex projects with graphical elements. Students are introduced to the concepts of recursion, encryption, data persistence, and web development. Students will also review pygame to expand their comfort zone. Projects completed in this course reinforce object-oriented design principles and demonstrate useful applications for students’ newly acquired Python skills. All students will be asked to apply what they’ve learned to create a final project of their own design which will be presented on the last day of class. There will be some reinforcement quizzes for students to complete after lessons, along with review games that will be played in the final class meetings to ensure students remember material and are prepared to take the next steps in their programming adventures. Upon completion of this course, students are prepared to take Machine Learning in Python with Big Data. For a week to week program, check out the syllabus.
學習目標
Students explore APIs, data analysis, file systems, tkinter for graphical projects, recursion, encryption, data persistence, web development, and pygame.Project-based learning reinforces object-oriented design, culminating in a final project presentation and preparing students for further programming challenges, including Machine Learning with Big Data.
教學大綱
10 課程
超過 10 週課 1:
GUI with Tkinter
Students learn to utilize Tkinter to produce more professional and advanced UIs for future projects. Students will begin making a text editor with Tkinter. Students will learn about file IO in Python.
Notes
Use the tkinter library to create GUI applications with widgets
Create a basic text editor program
Read and write text files in python 60 分鐘線上直播課
課 2:
Tic-Tic-Toe
Make the game of Tic-Tac-Toe in Tkinter
Notes
Create tk buttons and assign button commands
Store and access data from a two dimensional grid represented as nested python lists
Use functions and flow controls to handle a turn based-game
Apply lambda functions
Understand how to use the destroy() function of tkinter
Check win states using compound conditional statements 60 分鐘線上直播課
課 3:
Cipher App
Students learn about cryptography and use Tkinter to make a simple cipher solver app
Notes
Encrypt and decrypt messages with simple alphabetic ciphers
○ Understand the modulo operator
○ Design a Python class to save the state of widgets in a tkinter application
○ Save data about a Python object as a .json file
○ Read data from a .json file into a Python object to load the saved state of an application 60 分鐘線上直播課
課 4:
Recursion Project
Students learn to write a python script that organizes all files in a directory into labeled folders, and use recursion to further organize files within folders and subfolders.
Skills learned:
○ Make directories and move files using the os module
○ Use the os module to check if items are files or directories
○ Sort files based on their file type extension
○ Apply recursion to solve problems
○ Understand the termination condition of a recursive program 60 分鐘線上直播課
其他詳情
先決條件
15 hours of Python coding experience or having taken our level 1 and level 2 courses on Outschool.
外部資源
學習者無需使用標準 Outschool 工具以外的任何應用程式或網站。
已加入 April, 2020
4.7
1737評論
熱門課程
教師專業知識和證書
Project-based, STEM Coding + AI Programs + Mathematics
Early registration, Sibling and Multi-Course Bundle discounts Available!
The list of our summer camps can be found in this file: https://shorturl.at/bcBGP
AI Code Academy offers the following project-based learning programs:
(1) Basic Computer Skills (Grades 1-8)
(2) Scratch Coding Projects（Grades 2–5） two levels
(3) Micro.bit Coding Projects（Grades 3–4）
(4) AI Machine Learning Projects with Scratch（Grades 4–6）
(5) Roblox（Grades 3–8）Two levels
(6) Project-Based Python for Kids (Grades 4–12）
(7) Game Design with Unity 2D & 3D（Grades 4–12） two levels
(8) Project-Based JavaScript for Kids（Grades 4–12） two levels
(9) Web Design for Kids: HTML & CSS & WordPress （Grades 4–12）
(10) Int./Advanced Python Projects for Kids（Grades 5–12）(two levels)
(11) AI Machine Learning in Python with Raspberry Pi & Sensors（Grades 6–12）three levels
(12) AI Machine Learning in Python with Big Data（Grades 6–12）
(13) Machine Learning in Python with Raspberry Pi & Smart Devices (Grades 6–12
(14) Project-Based Java（Grades 6–12）
(15) Project-Based C++（Grades 6–12）
(16) AP Computer Science A (grades 9-12)
All of our coaches are college students and/or recent graduates majored in Engineering or Computer Science.
We aim to create effective support for young people to have a successful pathway into careers in science, computer science, engineering, math and artificial intelligence, to challenge gifted minds to learn while doing, and to better prepare our young generation to face an increasingly challenging and complex society in the world of artificial intelligence (AI), big data and Internet of Things (IoT)
We are among the very few organizations who are able to offer AI Machine Learning projects for kids.評論
現場團體課程
US$249
用於 10 課程每週1次，共 10 週
60 分鐘
有108 位學習者完成此課程
即時視訊會議
年齡: 11-16
4-8 每班學員人數
